Which statement best describes the cost of dynamic array resizing compared to linked list growth?

Master Linked Lists Structures for Data Structures Tests. Utilize flashcards and multiple choice questions with detailed explanations for each, ensuring your readiness for the exam!

Multiple Choice

Which statement best describes the cost of dynamic array resizing compared to linked list growth?

Explanation:
Dynamic array growth incurs occasional expensive copies when it runs out of capacity. When you append and the array is full, you must allocate a larger array and copy all existing elements into it, which takes O(n) time for n elements. In contrast, a linked list grows by creating a new node and linking it in, and if you keep a tail pointer, appending is simply updating the last node’s next pointer and the tail reference, which is O(1) time and doesn’t involve copying existing elements. This combination is why the statement notes that dynamic array resizing may cause occasional O(n) copies, while a linked list with a tail pointer avoids this issue. The other options misstate the costs: dynamic arrays don’t incur O(n) per insertion all the time, and a linked list with a tail pointer doesn’t always require O(n) time for appends, though without a tail pointer it could.

Dynamic array growth incurs occasional expensive copies when it runs out of capacity. When you append and the array is full, you must allocate a larger array and copy all existing elements into it, which takes O(n) time for n elements. In contrast, a linked list grows by creating a new node and linking it in, and if you keep a tail pointer, appending is simply updating the last node’s next pointer and the tail reference, which is O(1) time and doesn’t involve copying existing elements. This combination is why the statement notes that dynamic array resizing may cause occasional O(n) copies, while a linked list with a tail pointer avoids this issue. The other options misstate the costs: dynamic arrays don’t incur O(n) per insertion all the time, and a linked list with a tail pointer doesn’t always require O(n) time for appends, though without a tail pointer it could.

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